marie cottrell
marie cottrell
SAMM Université Paris 1 Panthéon-Sorbonne
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Neural modeling for time series: a statistical stepwise method for weight elimination
M Cottrell, B Girard, Y Girard, M Mangeas, C Muller
IEEE transactions on neural networks 6 (6), 1355-1364, 1995
Theoretical aspects of the SOM algorithm
M Cottrell, JC Fort, G Pagès
Neurocomputing 21 (1-3), 119-138, 1998
Large deviations and rare events in the study of stochastic algorithms
M Cottrell, JC Fort, G Malgouyres
IEEE Transactions on Automatic Control 28 (9), 907-920, 1983
Batch and median neural gas
M Cottrell, B Hammer, A Hasenfuß, T Villmann
Neural Networks 19 (6-7), 762-771, 2006
Etude d'un processus d'auto-organisation
M Cottrell, JC Fort
Annales de l'IHP Probabilités et statistiques 23 (1), 1-20, 1987
A stochastic model of retinotopy: A self organizing process
M Cottrell, JC Fort
Biological Cybernetics 53 (6), 405-411, 1986
Statistical tools to assess the reliability of self-organizing maps
E De Bodt, M Cottrell, M Verleysen
Neural Networks 15 (8-9), 967-978, 2002
Two or three things that we know about the Kohonen algorithm
M Cottrell, JC Fort, G Pagés
Advantages and drawbacks of the Batch Kohonen algorithm.
JC Fort, P Letremy, M Cottrell
ESANN 2, 223-230, 2002
Stability and attractivity in associative memory networks
M Cottrell
Biological Cybernetics 58 (2), 129-139, 1988
The Kohonen algorithm: a powerful tool for analysing and representing multidimensional quantitative and qualitative data
M Cottrell, P Rousset
International Work-Conference on Artificial Neural Networks, 861-871, 1997
Forecasting of curves using a Kohonen classification
M Cottrell, B Girard, P Rousset
Journal of Forecasting 17 (5‐6), 429-439, 1998
SOM-based algorithms for qualitative variables
M Cottrell, S Ibbou, P Letrémy
Neural Networks 17 (8-9), 1149-1167, 2004
A Kohonen map representation to avoid misleading interpretations.
M Cottrell, E de Bodt
ESANN 96, 103-110, 1996
Étude d'un algorithme d'autoorganisation
M Cottrell
Annales de l'Institut Henri Poincaré 23 (1), 1-20, 1987
Time series forecasting: Obtaining long term trends with self-organizing maps
G Simon, A Lendasse, M Cottrell, JC Fort, M Verleysen
Pattern Recognition Letters 26 (12), 1795-1808, 2005
Multiple correspondence analysis of a crosstabulations matrix using the Kohonen algorithm.
S Ibbou, M Cottrell
ESANN 99, 1995
Fault prediction in aircraft engines using self-organizing maps
M Cottrell, P Gaubert, C Eloy, D François, G Hallaux, J Lacaille, ...
International workshop on self-organizing maps, 37-44, 2009
Missing values: processing with the Kohonen algorithm
M Cottrell, P Letrémy
arXiv preprint math/0701152, 2007
Analysing a contingency table with Kohonen maps: a Factorial Correspondence Analysis
M Cottrell, P Letremy, E Roy
International Workshop on Artificial Neural Networks, 305-311, 1993
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